Files
deb-python-taskflow/taskflow/patterns/ordered_flow.py
2013-05-20 11:39:02 -07:00

267 lines
11 KiB
Python

# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
# Copyright (C) 2012 Yahoo! Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.
import abc
import copy
import functools
import logging
from taskflow.openstack.common import excutils
from taskflow import exceptions as exc
from taskflow import states
LOG = logging.getLogger(__name__)
class Flow(object):
"""A set tasks that can be applied as one unit or rolled back as one
unit using an ordered arrangements of said tasks where reversion is by
default handled by reversing through the tasks applied."""
__metaclass__ = abc.ABCMeta
def __init__(self, name, tolerant=False, parents=None):
# The tasks which have been applied will be collected here so that they
# can be reverted in the correct order on failure.
self._reversions = []
self.name = name
# If this chain can ignore individual task reversion failure then this
# should be set to true, instead of the default value of false.
self.tolerant = tolerant
# If this flow has a parent flow/s which need to be reverted if
# this flow fails then please include them here to allow this child
# to call the parents...
self.parents = parents
# This should be a functor that returns whether a given task has
# already ran by returning a pair of (has_result, result).
#
# NOTE(harlowja): This allows for resumption by skipping tasks which
# have already occurred. The previous return value is needed due to
# the contract we have with tasks that they will be given the value
# they returned if reversion is triggered.
self.result_fetcher = None
# Any objects that want to listen when a wf/task starts/stops/completes
# or errors should be registered here. This can be used to monitor
# progress and record tasks finishing (so that it becomes possible to
# store the result of a task in some persistent or semi-persistent
# storage backend).
self.task_listeners = []
self.listeners = []
# The state of this flow.
self._state = states.PENDING
# Tasks results are stored here...
self.results = []
@property
def state(self):
return self._state
@abc.abstractmethod
def add(self, task):
"""Adds a given task to this flow."""
raise NotImplementedError()
def __str__(self):
return "Flow: %s" % (self.name)
@abc.abstractmethod
def order(self):
"""Returns the order in which the tasks should be ran
as a iterable list."""
raise NotImplementedError()
def _fetch_task_inputs(self, task):
"""Retrieves and additional kwargs inputs to provide to the task when
said task is being applied."""
return None
def _perform_reconcilation(self, context, task, excp):
# Attempt to reconcile the given exception that occured while applying
# the given task and either reconcile said task and its associated
# failure, so that the flow can continue or abort and perform
# some type of undo of the tasks already completed.
try:
self._change_state(context, states.REVERTING)
except Exception:
LOG.exception("Dropping exception catched when"
" changing state to reverting while performing"
" reconcilation on a tasks exception.")
cause = exc.TaskException(task, self, excp)
with excutils.save_and_reraise_exception():
try:
self._on_task_error(context, task)
except Exception:
LOG.exception("Dropping exception catched when"
" notifying about existing task"
" exception.")
# The default strategy will be to rollback all the contained
# tasks by calling there reverting methods, and then calling
# any parent flows rollbacks (and so-on).
try:
self.rollback(context, cause)
finally:
try:
self._change_state(context, states.FAILURE)
except Exception:
LOG.exception("Dropping exception catched when"
" changing state to failure while performing"
" reconcilation on a tasks exception.")
def run(self, context, *args, **kwargs):
if self.state != states.PENDING:
raise exc.InvalidStateException("Unable to run flow when "
"in state %s" % (self.state))
if self.result_fetcher:
result_fetcher = functools.partial(self.result_fetcher, context)
else:
result_fetcher = None
self._change_state(context, states.STARTED)
task_order = self.order()
last_task = 0
was_interrupted = False
if result_fetcher:
self._change_state(context, states.RESUMING)
for (i, task) in enumerate(task_order):
if self.state == states.INTERRUPTED:
was_interrupted = True
break
(has_result, result) = result_fetcher(self, task)
if not has_result:
break
# Fake running the task so that we trigger the same
# notifications and state changes (and rollback that would
# have happened in a normal flow).
last_task = i + 1
try:
self._on_task_start(context, task)
# Keep a pristine copy of the result
# so that if said result is altered by other further
# states the one here will not be. This ensures that
# if rollback occurs that the task gets exactly the
# result it returned and not a modified one.
self.results.append((task, copy.deepcopy(result)))
self._on_task_finish(context, task, result)
except Exception as e:
self._perform_reconcilation(context, task, e)
if was_interrupted:
return
self._change_state(context, states.RUNNING)
for task in task_order[last_task:]:
if self.state == states.INTERRUPTED:
was_interrupted = True
break
try:
has_result = False
result = None
if result_fetcher:
(has_result, result) = result_fetcher(self, task)
self._on_task_start(context, task)
if not has_result:
inputs = self._fetch_task_inputs(task)
if inputs is None:
inputs = {}
inputs.update(kwargs)
result = task.apply(context, *args, **inputs)
# Keep a pristine copy of the result
# so that if said result is altered by other further states
# the one here will not be. This ensures that if rollback
# occurs that the task gets exactly the result it returned
# and not a modified one.
self.results.append((task, copy.deepcopy(result)))
self._on_task_finish(context, task, result)
except Exception as e:
self._perform_reconcilation(context, task, e)
if not was_interrupted:
# Only gets here if everything went successfully.
self._change_state(context, states.SUCCESS)
def reset(self):
self._state = states.PENDING
self.results = []
self._reversions = []
def interrupt(self):
self._change_state(None, states.INTERRUPTED)
def _change_state(self, context, new_state):
if self.state != new_state:
old_state = self.state
self._state = new_state
self._on_flow_state_change(context, old_state)
def _on_flow_state_change(self, context, old_state):
# Notify any listeners that the internal state has changed.
for f in self.listeners:
f(context, self, old_state)
def _on_task_error(self, context, task):
# Notify any listeners that the task has errored.
for f in self.task_listeners:
f(context, states.FAILURE, self, task)
def _on_task_start(self, context, task):
# Notify any listeners that we are about to start the given task.
for f in self.task_listeners:
f(context, states.STARTED, self, task)
def _on_task_finish(self, context, task, result):
# Notify any listeners that we are finishing the given task.
self._reversions.append((task, result))
for f in self.task_listeners:
f(context, states.SUCCESS, self, task, result=result)
def rollback(self, context, cause):
# Performs basic task by task rollback by going through the reverse
# order that tasks have finished and asking said task to undo whatever
# it has done. If this flow has any parent flows then they will
# also be called to rollback any tasks said parents contain.
#
# Note(harlowja): if a flow can more simply revert a whole set of
# tasks via a simpler command then it can override this method to
# accomplish that.
#
# For example, if each task was creating a file in a directory, then
# it's easier to just remove the directory than to ask each task to
# delete its file individually.
for (i, (task, result)) in enumerate(reversed(self._reversions)):
try:
task.revert(context, result, cause)
except Exception:
# Ex: WARN: Failed rolling back stage 1 (validate_request) of
# chain validation due to Y exception.
log_f = LOG.warn
if not self.tolerant:
log_f = LOG.exception
msg = ("Failed rolling back stage %(index)s (%(task)s)"
" of flow %(flow)s, due to inner exception.")
log_f(msg % {'index': (i + 1), 'task': task, 'flow': self})
if not self.tolerant:
# NOTE(harlowja): LOG a msg AND re-raise the exception if
# the chain does not tolerate exceptions happening in the
# rollback method.
raise
if self.parents:
# Rollback any parents flows if they exist...
for p in self.parents:
p.rollback(context, cause)